epoch 0, loss_tr=5.471452 err_tr=0.980264 loss_te=5.352653 err_te=0.972546 err_te_snt=0.945887
epoch 8, loss_tr=1.643855 err_tr=0.419707 loss_te=3.316838 err_te=0.682025 err_te_snt=0.233766
epoch 16, loss_tr=0.905011 err_tr=0.239795 loss_te=2.749034 err_te=0.553273 err_te_snt=0.059163
epoch 24, loss_tr=0.571821 err_tr=0.154033 loss_te=2.871697 err_te=0.528443 err_te_snt=0.046176
epoch 32, loss_tr=0.399153 err_tr=0.110293 loss_te=2.903849 err_te=0.502956 err_te_snt=0.036075
epoch 40, loss_tr=0.303347 err_tr=0.085322 loss_te=3.067187 err_te=0.495896 err_te_snt=0.030303
epoch 48, loss_tr=0.241376 err_tr=0.069150 loss_te=2.861865 err_te=0.466745 err_te_snt=0.025974
epoch 56, loss_tr=0.192656 err_tr=0.056562 loss_te=2.916151 err_te=0.452041 err_te_snt=0.013709
epoch 64, loss_tr=0.165501 err_tr=0.048838 loss_te=3.027639 err_te=0.454021 err_te_snt=0.017316
epoch 72, loss_tr=0.138672 err_tr=0.040674 loss_te=3.675381 err_te=0.500879 err_te_snt=0.040404
epoch 80, loss_tr=0.119559 err_tr=0.036348 loss_te=2.960571 err_te=0.434944 err_te_snt=0.012266
epoch 88, loss_tr=0.108751 err_tr=0.032480 loss_te=3.201554 err_te=0.446222 err_te_snt=0.013709
epoch 96, loss_tr=0.098862 err_tr=0.030479 loss_te=3.326365 err_te=0.448302 err_te_snt=0.010823
epoch 104, loss_tr=0.088793 err_tr=0.027568 loss_te=3.583155 err_te=0.469383 err_te_snt=0.017316
epoch 112, loss_tr=0.084270 err_tr=0.025645 loss_te=3.720177 err_te=0.471092 err_te_snt=0.018759
epoch 120, loss_tr=0.077579 err_tr=0.023613 loss_te=3.312567 err_te=0.438810 err_te_snt=0.010101
epoch 128, loss_tr=0.074391 err_tr=0.022998 loss_te=3.742078 err_te=0.457128 err_te_snt=0.013709
epoch 136, loss_tr=0.068480 err_tr=0.020957 loss_te=3.830033 err_te=0.465246 err_te_snt=0.019481
epoch 144, loss_tr=0.066762 err_tr=0.020400 loss_te=3.642031 err_te=0.448976 err_te_snt=0.011544
epoch 152, loss_tr=0.062507 err_tr=0.019424 loss_te=3.508821 err_te=0.437030 err_te_snt=0.014430
epoch 160, loss_tr=0.061322 err_tr=0.018828 loss_te=3.789496 err_te=0.465430 err_te_snt=0.017316
epoch 168, loss_tr=0.059032 err_tr=0.018018 loss_te=3.674577 err_te=0.425368 err_te_snt=0.007215
epoch 176, loss_tr=0.055441 err_tr=0.016406 loss_te=3.668556 err_te=0.435626 err_te_snt=0.012987
epoch 184, loss_tr=0.052643 err_tr=0.016162 loss_te=3.638472 err_te=0.435609 err_te_snt=0.012266
epoch 192, loss_tr=0.050823 err_tr=0.015654 loss_te=3.994011 err_te=0.468326 err_te_snt=0.009380
epoch 200, loss_tr=0.047492 err_tr=0.014971 loss_te=3.761250 err_te=0.436925 err_te_snt=0.012987
epoch 208, loss_tr=0.046534 err_tr=0.014229 loss_te=3.780094 err_te=0.434492 err_te_snt=0.008658
epoch 216, loss_tr=0.045753 err_tr=0.014150 loss_te=3.754180 err_te=0.434183 err_te_snt=0.010823
epoch 224, loss_tr=0.046134 err_tr=0.013994 loss_te=3.912216 err_te=0.425586 err_te_snt=0.008658
epoch 232, loss_tr=0.042789 err_tr=0.012959 loss_te=3.708867 err_te=0.428197 err_te_snt=0.007937
epoch 240, loss_tr=0.047336 err_tr=0.014209 loss_te=3.897845 err_te=0.441917 err_te_snt=0.012266
epoch 248, loss_tr=0.042010 err_tr=0.013203 loss_te=4.051550 err_te=0.442765 err_te_snt=0.012266
epoch 256, loss_tr=0.041905 err_tr=0.012715 loss_te=4.006833 err_te=0.453208 err_te_snt=0.010823
epoch 264, loss_tr=0.039690 err_tr=0.012100 loss_te=4.303536 err_te=0.452281 err_te_snt=0.011544
epoch 272, loss_tr=0.039691 err_tr=0.012070 loss_te=4.216856 err_te=0.436458 err_te_snt=0.010101
epoch 280, loss_tr=0.037749 err_tr=0.011758 loss_te=4.084363 err_te=0.426902 err_te_snt=0.007937
epoch 288, loss_tr=0.037360 err_tr=0.011572 loss_te=4.100496 err_te=0.436431 err_te_snt=0.009380
epoch 296, loss_tr=0.038303 err_tr=0.011934 loss_te=4.204782 err_te=0.438481 err_te_snt=0.010823
epoch 304, loss_tr=0.035441 err_tr=0.011074 loss_te=4.260917 err_te=0.443717 err_te_snt=0.010823
epoch 312, loss_tr=0.034102 err_tr=0.010449 loss_te=4.109076 err_te=0.420779 err_te_snt=0.007937
epoch 320, loss_tr=0.035728 err_tr=0.010850 loss_te=4.572606 err_te=0.463935 err_te_snt=0.012987
epoch 328, loss_tr=0.033551 err_tr=0.010527 loss_te=4.424119 err_te=0.437086 err_te_snt=0.009380
epoch 336, loss_tr=0.033747 err_tr=0.010088 loss_te=4.726429 err_te=0.479633 err_te_snt=0.013709
epoch 344, loss_tr=0.033517 err_tr=0.009971 loss_te=4.717675 err_te=0.449958 err_te_snt=0.010823
epoch 352, loss_tr=0.032505 err_tr=0.009766 loss_te=4.476956 err_te=0.446461 err_te_snt=0.011544
